Asymptote innovates in a two dimensional space with AI solutioning in one dimension and AI Infrastructure development in another. We see the AI solution innovations as horizontal and AI infrastructure innovations as vertical.
We help organizations to develop AI solutions using our home grown CONSTUTEST (Construct, Tune, Train, Evaluate, Adopt, and Serve) framework that is flexible and adaptive. Asymptote’s Constutest allows scalability in speed, capacity, and compute power. Constutest plug and play architecture leverages Kubeflow ecosystem and bridges with almost all famous cloud providers to provide a flexible machine learning infrastructure. We leverage distributed model training systems to build scalable machine learning pipelines. We optimize the model by distributing the hyper-parameter tuning, and training. We also optimize inference latency and other system level bottlenecks.
We also help organizations in research and implement SOTA ML/LLM models for different business use cases including fine-tuning and serving models. We ensure ML Model performance uptime and scale, maintaining high standards of code quality and thoughtful design quality and monitoring. We optimize the integration between popular machine learning libraries and cloud ML and data processing frameworks. We also help clients with their deep Learning models, development in algorithms with optimal parallelism and performance on CPUs and GPUs (see here).
Asymptote have abundance of experience in standing up machine learning solutions ground up for both mid and high level enterprises and integrating with the main stream products and solutions of the enterprise. Our solutions range from small turnkey solutions to a more broad generic solutions to tailor made for the enterprise needs.
Unlike legacy systems, Constutest incorporates the feedback loop by connecting the deployment phases back with the development phases. This feedback loop provides for a smoother integration, and constant upgrade of products and solutions. This also help organizations to modernize, improve performance and reduce cost of ownership, and accelerate decision making and workflows for mission critical challenges.
Services
We provide turnkey solutions for both AI infrastructure and solution needs of our clients. We are currently helping AI firms to develop their AI infrastructure using both public and on-premise cloud to standup pre-prod and prod lanes to harness a continuous delivery of their products and services according to their business needs.
Products
We help firms meet their business objectives by helping them in their custom model development, training, and performance tuning. We offer end-to-end solutions from turning their data to actionable intelligence.
Gems
Asymptote believes that the mission of equitable growth is possible only with collaboration and exchanges. Hence, we have dedicated this corner solely for contributions, feedback, debate and discussions. We will enable this page for you to be able to submit your nuggets or contents to be published for the world to see.
Talk to us
Have any questions? We are always open to talk about your business, new projects, creative opportunities and how we can help you.